Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 898 |
| Missing cells | 456 |
| Missing cells (%) | 3.9% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 219.4 KiB |
| Average record size in memory | 250.2 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 3 |
Alerts
nombre has a high cardinality: 898 distinct values | High cardinality |
id is highly correlated with generacion | High correlation |
generacion is highly correlated with id | High correlation |
peso is highly correlated with altura and 3 other fields | High correlation |
altura is highly correlated with peso and 2 other fields | High correlation |
hp is highly correlated with peso and 2 other fields | High correlation |
attack is highly correlated with peso and 3 other fields | High correlation |
defense is highly correlated with peso and 2 other fields | High correlation |
s_attack is highly correlated with s_defense | High correlation |
s_defense is highly correlated with defense and 1 other fields | High correlation |
id is highly correlated with generacion | High correlation |
generacion is highly correlated with id | High correlation |
peso is highly correlated with altura | High correlation |
altura is highly correlated with peso | High correlation |
defense is highly correlated with s_defense | High correlation |
s_defense is highly correlated with defense | High correlation |
id is highly correlated with generacion | High correlation |
generacion is highly correlated with id | High correlation |
peso is highly correlated with altura | High correlation |
altura is highly correlated with peso | High correlation |
id is highly correlated with generacion and 1 other fields | High correlation |
generacion is highly correlated with id and 1 other fields | High correlation |
peso is highly correlated with altura and 3 other fields | High correlation |
altura is highly correlated with peso and 1 other fields | High correlation |
tipo1 is highly correlated with tipo2 | High correlation |
tipo2 is highly correlated with id and 2 other fields | High correlation |
hp is highly correlated with peso and 3 other fields | High correlation |
attack is highly correlated with peso and 3 other fields | High correlation |
defense is highly correlated with peso and 3 other fields | High correlation |
s_attack is highly correlated with attack | High correlation |
s_defense is highly correlated with defense | High correlation |
tipo2 has 456 (50.8%) missing values | Missing |
id is uniformly distributed | Uniform |
nombre is uniformly distributed | Uniform |
id has unique values | Unique |
nombre has unique values | Unique |
Reproduction
| Analysis started | 2022-05-27 17:56:53.434393 |
|---|---|
| Analysis finished | 2022-05-27 17:57:11.261406 |
| Duration | 17.83 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 898 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 449.5 |
| Minimum | 1 |
|---|---|
| Maximum | 898 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 45.85 |
| Q1 | 225.25 |
| median | 449.5 |
| Q3 | 673.75 |
| 95-th percentile | 853.15 |
| Maximum | 898 |
| Range | 897 |
| Interquartile range (IQR) | 448.5 |
Descriptive statistics
| Standard deviation | 259.3745683 |
|---|---|
| Coefficient of variation (CV) | 0.5770290729 |
| Kurtosis | -1.2 |
| Mean | 449.5 |
| Median Absolute Deviation (MAD) | 224.5 |
| Skewness | 0 |
| Sum | 403651 |
| Variance | 67275.16667 |
| Monotonicity | Strictly increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 674 | 1 | 0.1% |
| 592 | 1 | 0.1% |
| 593 | 1 | 0.1% |
| 594 | 1 | 0.1% |
| 595 | 1 | 0.1% |
| 596 | 1 | 0.1% |
| 597 | 1 | 0.1% |
| 598 | 1 | 0.1% |
| 599 | 1 | 0.1% |
| Other values (888) | 888 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 | |
| 10 | 1 |
| Value | Count | Frequency (%) |
| 898 | 1 | |
| 897 | 1 | |
| 896 | 1 | |
| 895 | 1 | |
| 894 | 1 | |
| 893 | 1 | |
| 892 | 1 | |
| 891 | 1 | |
| 890 | 1 | |
| 889 | 1 |
| Distinct | 898 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 56.9 KiB |
| bulbasaur | 1 |
|---|---|
| pancham | 1 |
| frillish | 1 |
| jellicent | 1 |
| alomomola | 1 |
| Other values (893) |
Length
| Max length | 21 |
|---|---|
| Median length | 19 |
| Mean length | 7.751670379 |
| Min length | 3 |
Characters and Unicode
| Total characters | 6961 |
|---|---|
| Distinct characters | 30 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 898 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | bulbasaur |
|---|---|
| 2nd row | ivysaur |
| 3rd row | venusaur |
| 4th row | charmander |
| 5th row | charmeleon |
Common Values
| Value | Count | Frequency (%) |
| bulbasaur | 1 | 0.1% |
| pancham | 1 | 0.1% |
| frillish | 1 | 0.1% |
| jellicent | 1 | 0.1% |
| alomomola | 1 | 0.1% |
| joltik | 1 | 0.1% |
| galvantula | 1 | 0.1% |
| ferroseed | 1 | 0.1% |
| ferrothorn | 1 | 0.1% |
| klink | 1 | 0.1% |
| Other values (888) | 888 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| bulbasaur | 1 | 0.1% |
| octillery | 1 | 0.1% |
| mankey | 1 | 0.1% |
| kakuna | 1 | 0.1% |
| venusaur | 1 | 0.1% |
| charmander | 1 | 0.1% |
| charmeleon | 1 | 0.1% |
| charizard | 1 | 0.1% |
| squirtle | 1 | 0.1% |
| wartortle | 1 | 0.1% |
| Other values (888) | 888 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 677 | 9.7% |
| e | 631 | 9.1% |
| o | 572 | 8.2% |
| r | 551 | 7.9% |
| i | 506 | 7.3% |
| l | 450 | 6.5% |
| n | 416 | 6.0% |
| t | 379 | 5.4% |
| s | 352 | 5.1% |
| u | 281 | 4.0% |
| Other values (20) | 2146 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 6913 | |
| Dash Punctuation | 45 | 0.6% |
| Decimal Number | 3 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 677 | 9.8% |
| e | 631 | 9.1% |
| o | 572 | 8.3% |
| r | 551 | 8.0% |
| i | 506 | 7.3% |
| l | 450 | 6.5% |
| n | 416 | 6.0% |
| t | 379 | 5.5% |
| s | 352 | 5.1% |
| u | 281 | 4.1% |
| Other values (16) | 2098 |
Decimal Number
| Value | Count | Frequency (%) |
| 5 | 1 | |
| 0 | 1 | |
| 2 | 1 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 45 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 6913 | |
| Common | 48 | 0.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 677 | 9.8% |
| e | 631 | 9.1% |
| o | 572 | 8.3% |
| r | 551 | 8.0% |
| i | 506 | 7.3% |
| l | 450 | 6.5% |
| n | 416 | 6.0% |
| t | 379 | 5.5% |
| s | 352 | 5.1% |
| u | 281 | 4.1% |
| Other values (16) | 2098 |
Common
| Value | Count | Frequency (%) |
| - | 45 | |
| 5 | 1 | 2.1% |
| 0 | 1 | 2.1% |
| 2 | 1 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6961 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 677 | 9.7% |
| e | 631 | 9.1% |
| o | 572 | 8.2% |
| r | 551 | 7.9% |
| i | 506 | 7.3% |
| l | 450 | 6.5% |
| n | 416 | 6.0% |
| t | 379 | 5.4% |
| s | 352 | 5.1% |
| u | 281 | 4.0% |
| Other values (20) | 2146 |
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.146993318 |
| Minimum | 1 |
|---|---|
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 6 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.248397641 |
|---|---|
| Coefficient of variation (CV) | 0.5421753711 |
| Kurtosis | -1.097725726 |
| Mean | 4.146993318 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.1759072518 |
| Sum | 3724 |
| Variance | 5.055291953 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 5 | 156 | |
| 1 | 151 | |
| 3 | 135 | |
| 4 | 107 | |
| 2 | 100 | |
| 8 | 89 | |
| 7 | 88 | |
| 6 | 72 |
| Value | Count | Frequency (%) |
| 1 | 151 | |
| 2 | 100 | |
| 3 | 135 | |
| 4 | 107 | |
| 5 | 156 | |
| 6 | 72 | |
| 7 | 88 | |
| 8 | 89 |
| Value | Count | Frequency (%) |
| 8 | 89 | |
| 7 | 88 | |
| 6 | 72 | |
| 5 | 156 | |
| 4 | 107 | |
| 3 | 135 | |
| 2 | 100 | |
| 1 | 151 |
| Distinct | 439 |
|---|---|
| Distinct (%) | 48.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 639.7004454 |
| Minimum | 1 |
|---|---|
| Maximum | 9999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 85 |
| median | 270 |
| Q3 | 650 |
| 95-th percentile | 2372.5 |
| Maximum | 9999 |
| Range | 9998 |
| Interquartile range (IQR) | 565 |
Descriptive statistics
| Standard deviation | 1194.302978 |
|---|---|
| Coefficient of variation (CV) | 1.866972247 |
| Kurtosis | 27.31190121 |
| Mean | 639.7004454 |
| Median Absolute Deviation (MAD) | 214.5 |
| Skewness | 4.682708779 |
| Sum | 574451 |
| Variance | 1426359.604 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 10 | 11 | 1.2% |
| 50 | 10 | 1.1% |
| 280 | 10 | 1.1% |
| 120 | 9 | 1.0% |
| 40 | 9 | 1.0% |
| 85 | 9 | 1.0% |
| 300 | 9 | 1.0% |
| 60 | 8 | 0.9% |
| 3 | 8 | 0.9% |
| 20 | 8 | 0.9% |
| Other values (429) | 807 |
| Value | Count | Frequency (%) |
| 1 | 5 | |
| 2 | 2 | 0.2% |
| 3 | 8 | |
| 4 | 2 | 0.2% |
| 5 | 5 | |
| 6 | 3 | 0.3% |
| 7 | 1 | 0.1% |
| 8 | 2 | 0.2% |
| 9 | 1 | 0.1% |
| 10 | 11 |
| Value | Count | Frequency (%) |
| 9999 | 2 | |
| 9500 | 2 | |
| 9200 | 1 | |
| 8880 | 1 | |
| 8200 | 1 | |
| 8000 | 2 | |
| 7500 | 1 | |
| 6830 | 1 | |
| 6500 | 1 | |
| 5500 | 1 |
| Distinct | 53 |
|---|---|
| Distinct (%) | 5.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.8596882 |
| Minimum | 1 |
|---|---|
| Maximum | 200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 5 |
| median | 10 |
| Q3 | 15 |
| 95-th percentile | 26.15 |
| Maximum | 200 |
| Range | 199 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 12.34221805 |
|---|---|
| Coefficient of variation (CV) | 1.040686555 |
| Kurtosis | 81.15072709 |
| Mean | 11.8596882 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 6.966495769 |
| Sum | 10650 |
| Variance | 152.3303464 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 6 | 80 | 8.9% |
| 4 | 70 | 7.8% |
| 3 | 66 | 7.3% |
| 10 | 64 | 7.1% |
| 5 | 64 | 7.1% |
| 12 | 53 | 5.9% |
| 8 | 49 | 5.5% |
| 15 | 46 | 5.1% |
| 7 | 43 | 4.8% |
| 11 | 39 | 4.3% |
| Other values (43) | 324 |
| Value | Count | Frequency (%) |
| 1 | 6 | 0.7% |
| 2 | 23 | 2.6% |
| 3 | 66 | |
| 4 | 70 | |
| 5 | 64 | |
| 6 | 80 | |
| 7 | 43 | |
| 8 | 49 | |
| 9 | 35 | |
| 10 | 64 |
| Value | Count | Frequency (%) |
| 200 | 1 | |
| 145 | 1 | |
| 92 | 2 | |
| 88 | 1 | |
| 70 | 1 | |
| 65 | 1 | |
| 62 | 1 | |
| 58 | 1 | |
| 55 | 2 | |
| 54 | 1 |
| Distinct | 18 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 54.7 KiB |
| water | |
|---|---|
| normal | |
| grass | |
| bug | |
| fire | |
| Other values (13) |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 5.265033408 |
| Min length | 3 |
Characters and Unicode
| Total characters | 4728 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | grass |
|---|---|
| 2nd row | grass |
| 3rd row | grass |
| 4th row | fire |
| 5th row | fire |
Common Values
| Value | Count | Frequency (%) |
| water | 123 | |
| normal | 109 | |
| grass | 86 | 9.6% |
| bug | 75 | 8.4% |
| fire | 58 | 6.5% |
| psychic | 58 | 6.5% |
| rock | 50 | 5.6% |
| electric | 49 | 5.5% |
| dark | 36 | 4.0% |
| fighting | 36 | 4.0% |
| Other values (8) | 218 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| water | 123 | |
| normal | 109 | |
| grass | 86 | 9.6% |
| bug | 75 | 8.4% |
| fire | 58 | 6.5% |
| psychic | 58 | 6.5% |
| rock | 50 | 5.6% |
| electric | 49 | 5.5% |
| fighting | 36 | 4.0% |
| dark | 36 | 4.0% |
| Other values (8) | 218 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 598 | |
| a | 406 | 8.6% |
| e | 367 | 7.8% |
| g | 337 | 7.1% |
| i | 328 | 6.9% |
| s | 326 | 6.9% |
| o | 326 | 6.9% |
| c | 292 | 6.2% |
| t | 269 | 5.7% |
| n | 253 | 5.4% |
| Other values (11) | 1226 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4728 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 598 | |
| a | 406 | 8.6% |
| e | 367 | 7.8% |
| g | 337 | 7.1% |
| i | 328 | 6.9% |
| s | 326 | 6.9% |
| o | 326 | 6.9% |
| c | 292 | 6.2% |
| t | 269 | 5.7% |
| n | 253 | 5.4% |
| Other values (11) | 1226 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4728 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| r | 598 | |
| a | 406 | 8.6% |
| e | 367 | 7.8% |
| g | 337 | 7.1% |
| i | 328 | 6.9% |
| s | 326 | 6.9% |
| o | 326 | 6.9% |
| c | 292 | 6.2% |
| t | 269 | 5.7% |
| n | 253 | 5.4% |
| Other values (11) | 1226 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 4728 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 598 | |
| a | 406 | 8.6% |
| e | 367 | 7.8% |
| g | 337 | 7.1% |
| i | 328 | 6.9% |
| s | 326 | 6.9% |
| o | 326 | 6.9% |
| c | 292 | 6.2% |
| t | 269 | 5.7% |
| n | 253 | 5.4% |
| Other values (11) | 1226 |
| Distinct | 18 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 456 |
| Missing (%) | 50.8% |
| Memory size | 41.4 KiB |
| flying | |
|---|---|
| poison | |
| fairy | |
| ground | |
| psychic | |
| Other values (13) |
Length
| Max length | 8 |
|---|---|
| Median length | 7 |
| Mean length | 5.597285068 |
| Min length | 3 |
Characters and Unicode
| Total characters | 2474 |
|---|---|
| Distinct characters | 21 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | poison |
|---|---|
| 2nd row | poison |
| 3rd row | poison |
| 4th row | flying |
| 5th row | flying |
Common Values
| Value | Count | Frequency (%) |
| flying | 95 | 10.6% |
| poison | 34 | 3.8% |
| fairy | 33 | 3.7% |
| ground | 32 | 3.6% |
| psychic | 32 | 3.6% |
| dragon | 25 | 2.8% |
| fighting | 25 | 2.8% |
| steel | 24 | 2.7% |
| grass | 21 | 2.3% |
| ghost | 20 | 2.2% |
| Other values (8) | 101 | 11.2% |
| (Missing) | 456 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| flying | 95 | |
| poison | 34 | 7.7% |
| fairy | 33 | 7.5% |
| ground | 32 | 7.2% |
| psychic | 32 | 7.2% |
| dragon | 25 | 5.7% |
| fighting | 25 | 5.7% |
| steel | 24 | 5.4% |
| grass | 21 | 4.8% |
| ghost | 20 | 4.5% |
| Other values (8) | 101 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 278 | |
| g | 252 | 10.2% |
| n | 217 | 8.8% |
| r | 190 | 7.7% |
| o | 166 | 6.7% |
| f | 166 | 6.7% |
| y | 160 | 6.5% |
| s | 152 | 6.1% |
| l | 133 | 5.4% |
| a | 122 | 4.9% |
| Other values (11) | 638 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2474 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| i | 278 | |
| g | 252 | 10.2% |
| n | 217 | 8.8% |
| r | 190 | 7.7% |
| o | 166 | 6.7% |
| f | 166 | 6.7% |
| y | 160 | 6.5% |
| s | 152 | 6.1% |
| l | 133 | 5.4% |
| a | 122 | 4.9% |
| Other values (11) | 638 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2474 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| i | 278 | |
| g | 252 | 10.2% |
| n | 217 | 8.8% |
| r | 190 | 7.7% |
| o | 166 | 6.7% |
| f | 166 | 6.7% |
| y | 160 | 6.5% |
| s | 152 | 6.1% |
| l | 133 | 5.4% |
| a | 122 | 4.9% |
| Other values (11) | 638 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2474 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| i | 278 | |
| g | 252 | 10.2% |
| n | 217 | 8.8% |
| r | 190 | 7.7% |
| o | 166 | 6.7% |
| f | 166 | 6.7% |
| y | 160 | 6.5% |
| s | 152 | 6.1% |
| l | 133 | 5.4% |
| a | 122 | 4.9% |
| Other values (11) | 638 |
| Distinct | 102 |
|---|---|
| Distinct (%) | 11.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.0311804 |
| Minimum | 1 |
|---|---|
| Maximum | 255 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 50 |
| median | 65 |
| Q3 | 80 |
| 95-th percentile | 110 |
| Maximum | 255 |
| Range | 254 |
| Interquartile range (IQR) | 30 |
Descriptive statistics
| Standard deviation | 26.21370723 |
|---|---|
| Coefficient of variation (CV) | 0.3797372011 |
| Kurtosis | 7.477145754 |
| Mean | 69.0311804 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 1.688001125 |
| Sum | 61990 |
| Variance | 687.158447 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60 | 74 | 8.2% |
| 70 | 64 | 7.1% |
| 50 | 61 | 6.8% |
| 65 | 50 | 5.6% |
| 75 | 46 | 5.1% |
| 40 | 46 | 5.1% |
| 45 | 44 | 4.9% |
| 80 | 43 | 4.8% |
| 55 | 38 | 4.2% |
| 100 | 35 | 3.9% |
| Other values (92) | 397 |
| Value | Count | Frequency (%) |
| 1 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 20 | 6 | 0.7% |
| 25 | 4 | 0.4% |
| 28 | 2 | 0.2% |
| 30 | 15 | |
| 31 | 1 | 0.1% |
| 35 | 16 | |
| 36 | 1 | 0.1% |
| 37 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 255 | 1 | 0.1% |
| 250 | 1 | 0.1% |
| 223 | 1 | 0.1% |
| 200 | 1 | 0.1% |
| 190 | 1 | 0.1% |
| 170 | 1 | 0.1% |
| 165 | 1 | 0.1% |
| 160 | 1 | 0.1% |
| 150 | 3 | |
| 144 | 1 | 0.1% |
| Distinct | 112 |
|---|---|
| Distinct (%) | 12.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 76.54454343 |
| Minimum | 5 |
|---|---|
| Maximum | 181 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 55 |
| median | 75 |
| Q3 | 95 |
| 95-th percentile | 130 |
| Maximum | 181 |
| Range | 176 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 29.66555905 |
|---|---|
| Coefficient of variation (CV) | 0.3875594226 |
| Kurtosis | -0.345890652 |
| Mean | 76.54454343 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.2935451874 |
| Sum | 68737 |
| Variance | 880.0453938 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 42 | 4.7% |
| 60 | 41 | 4.6% |
| 65 | 41 | 4.6% |
| 80 | 41 | 4.6% |
| 85 | 38 | 4.2% |
| 90 | 37 | 4.1% |
| 50 | 37 | 4.1% |
| 55 | 36 | 4.0% |
| 75 | 36 | 4.0% |
| 70 | 34 | 3.8% |
| Other values (102) | 515 |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.2% |
| 10 | 3 | 0.3% |
| 15 | 1 | 0.1% |
| 20 | 10 | |
| 22 | 1 | 0.1% |
| 23 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 25 | 8 | |
| 27 | 1 | 0.1% |
| 28 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 181 | 1 | 0.1% |
| 165 | 1 | 0.1% |
| 160 | 2 | |
| 150 | 4 | |
| 147 | 1 | 0.1% |
| 145 | 1 | 0.1% |
| 143 | 1 | 0.1% |
| 140 | 4 | |
| 139 | 1 | 0.1% |
| 137 | 2 |
| Distinct | 107 |
|---|---|
| Distinct (%) | 11.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.88641425 |
| Minimum | 5 |
|---|---|
| Maximum | 230 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 35 |
| Q1 | 50 |
| median | 67 |
| Q3 | 90 |
| 95-th percentile | 129.15 |
| Maximum | 230 |
| Range | 225 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 29.53618445 |
|---|---|
| Coefficient of variation (CV) | 0.410872969 |
| Kurtosis | 2.167346151 |
| Mean | 71.88641425 |
| Median Absolute Deviation (MAD) | 18 |
| Skewness | 1.047886684 |
| Sum | 64554 |
| Variance | 872.386192 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50 | 60 | 6.7% |
| 60 | 55 | 6.1% |
| 70 | 52 | 5.8% |
| 80 | 45 | 5.0% |
| 40 | 44 | 4.9% |
| 65 | 43 | 4.8% |
| 90 | 41 | 4.6% |
| 55 | 38 | 4.2% |
| 45 | 37 | 4.1% |
| 100 | 35 | 3.9% |
| Other values (97) | 448 |
| Value | Count | Frequency (%) |
| 5 | 2 | 0.2% |
| 10 | 1 | 0.1% |
| 15 | 4 | 0.4% |
| 20 | 5 | 0.6% |
| 23 | 1 | 0.1% |
| 25 | 2 | 0.2% |
| 28 | 2 | 0.2% |
| 30 | 17 | |
| 31 | 1 | 0.1% |
| 32 | 2 | 0.2% |
| Value | Count | Frequency (%) |
| 230 | 1 | 0.1% |
| 211 | 1 | 0.1% |
| 200 | 2 | |
| 184 | 1 | 0.1% |
| 180 | 2 | |
| 168 | 1 | 0.1% |
| 160 | 1 | 0.1% |
| 152 | 1 | 0.1% |
| 150 | 4 | |
| 145 | 3 |
speed
Real number (ℝ≥0)
| Distinct | 117 |
|---|---|
| Distinct (%) | 13.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.94988864 |
| Minimum | 5 |
|---|---|
| Maximum | 200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 25 |
| Q1 | 45 |
| median | 65 |
| Q3 | 85 |
| 95-th percentile | 115 |
| Maximum | 200 |
| Range | 195 |
| Interquartile range (IQR) | 40 |
Descriptive statistics
| Standard deviation | 28.45659616 |
|---|---|
| Coefficient of variation (CV) | 0.4314881609 |
| Kurtosis | 0.09212427274 |
| Mean | 65.94988864 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.4437242026 |
| Sum | 59223 |
| Variance | 809.7778651 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50 | 51 | 5.7% |
| 60 | 51 | 5.7% |
| 65 | 44 | 4.9% |
| 70 | 43 | 4.8% |
| 30 | 41 | 4.6% |
| 40 | 38 | 4.2% |
| 45 | 36 | 4.0% |
| 80 | 36 | 4.0% |
| 85 | 32 | 3.6% |
| 90 | 32 | 3.6% |
| Other values (107) | 494 |
| Value | Count | Frequency (%) |
| 5 | 3 | 0.3% |
| 10 | 4 | 0.4% |
| 13 | 1 | 0.1% |
| 15 | 12 | |
| 20 | 16 | |
| 22 | 1 | 0.1% |
| 23 | 4 | 0.4% |
| 24 | 1 | 0.1% |
| 25 | 11 | |
| 26 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 200 | 1 | 0.1% |
| 160 | 1 | 0.1% |
| 151 | 1 | 0.1% |
| 150 | 2 | 0.2% |
| 145 | 1 | 0.1% |
| 143 | 1 | 0.1% |
| 142 | 1 | 0.1% |
| 138 | 2 | 0.2% |
| 136 | 1 | 0.1% |
| 130 | 7 |
| Distinct | 105 |
|---|---|
| Distinct (%) | 11.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.68151448 |
| Minimum | 10 |
|---|---|
| Maximum | 173 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 46.25 |
| median | 65 |
| Q3 | 90 |
| 95-th percentile | 125 |
| Maximum | 173 |
| Range | 163 |
| Interquartile range (IQR) | 43.75 |
Descriptive statistics
| Standard deviation | 29.37260938 |
|---|---|
| Coefficient of variation (CV) | 0.4215265641 |
| Kurtosis | -0.1623685193 |
| Mean | 69.68151448 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 0.5730536741 |
| Sum | 62574 |
| Variance | 862.7501819 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 40 | 63 | 7.0% |
| 60 | 58 | 6.5% |
| 50 | 49 | 5.5% |
| 65 | 47 | 5.2% |
| 55 | 45 | 5.0% |
| 45 | 37 | 4.1% |
| 80 | 36 | 4.0% |
| 70 | 36 | 4.0% |
| 100 | 35 | 3.9% |
| 95 | 33 | 3.7% |
| Other values (95) | 459 |
| Value | Count | Frequency (%) |
| 10 | 3 | 0.3% |
| 15 | 3 | 0.3% |
| 20 | 10 | 1.1% |
| 23 | 1 | 0.1% |
| 24 | 2 | 0.2% |
| 25 | 13 | |
| 27 | 2 | 0.2% |
| 29 | 3 | 0.3% |
| 30 | 29 | |
| 31 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 173 | 1 | 0.1% |
| 154 | 1 | 0.1% |
| 151 | 1 | 0.1% |
| 150 | 7 | |
| 145 | 5 | |
| 137 | 2 | 0.2% |
| 136 | 1 | 0.1% |
| 135 | 5 | |
| 134 | 1 | 0.1% |
| 131 | 2 | 0.2% |
| Distinct | 99 |
|---|---|
| Distinct (%) | 11.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 69.87639198 |
| Minimum | 20 |
|---|---|
| Maximum | 230 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 7.1 KiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 30.85 |
| Q1 | 50 |
| median | 65 |
| Q3 | 85 |
| 95-th percentile | 120 |
| Maximum | 230 |
| Range | 210 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 27.01214227 |
|---|---|
| Coefficient of variation (CV) | 0.3865703638 |
| Kurtosis | 1.724817562 |
| Mean | 69.87639198 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 0.8834179979 |
| Sum | 62749 |
| Variance | 729.65583 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50 | 64 | 7.1% |
| 60 | 53 | 5.9% |
| 70 | 50 | 5.6% |
| 80 | 49 | 5.5% |
| 55 | 48 | 5.3% |
| 75 | 45 | 5.0% |
| 65 | 45 | 5.0% |
| 90 | 41 | 4.6% |
| 45 | 40 | 4.5% |
| 40 | 39 | 4.3% |
| Other values (89) | 424 |
| Value | Count | Frequency (%) |
| 20 | 6 | 0.7% |
| 23 | 1 | 0.1% |
| 25 | 12 | |
| 30 | 26 | |
| 31 | 3 | 0.3% |
| 32 | 1 | 0.1% |
| 33 | 1 | 0.1% |
| 34 | 1 | 0.1% |
| 35 | 23 | |
| 36 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 230 | 1 | 0.1% |
| 200 | 1 | 0.1% |
| 154 | 3 | |
| 150 | 5 | |
| 142 | 1 | 0.1% |
| 140 | 3 | |
| 138 | 1 | 0.1% |
| 135 | 3 | |
| 132 | 1 | 0.1% |
| 131 | 2 | 0.2% |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| id | nombre | generacion | peso | altura | tipo1 | tipo2 | hp | attack | defense | speed | s_attack | s_defense | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | bulbasaur | 1 | 69 | 7 | grass | poison | 45 | 49 | 49 | 45 | 65 | 65 |
| 1 | 2 | ivysaur | 1 | 130 | 10 | grass | poison | 60 | 62 | 63 | 60 | 80 | 80 |
| 2 | 3 | venusaur | 1 | 1000 | 20 | grass | poison | 80 | 82 | 83 | 80 | 100 | 100 |
| 3 | 4 | charmander | 1 | 85 | 6 | fire | None | 39 | 52 | 43 | 65 | 60 | 50 |
| 4 | 5 | charmeleon | 1 | 190 | 11 | fire | None | 58 | 64 | 58 | 80 | 80 | 65 |
| 5 | 6 | charizard | 1 | 905 | 17 | fire | flying | 78 | 84 | 78 | 100 | 109 | 85 |
| 6 | 7 | squirtle | 1 | 90 | 5 | water | None | 44 | 48 | 65 | 43 | 50 | 64 |
| 7 | 8 | wartortle | 1 | 225 | 10 | water | None | 59 | 63 | 80 | 58 | 65 | 80 |
| 8 | 9 | blastoise | 1 | 855 | 16 | water | None | 79 | 83 | 100 | 78 | 85 | 105 |
| 9 | 10 | caterpie | 1 | 29 | 3 | bug | None | 45 | 30 | 35 | 45 | 20 | 20 |
Last rows
| id | nombre | generacion | peso | altura | tipo1 | tipo2 | hp | attack | defense | speed | s_attack | s_defense | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 888 | 889 | zamazenta | 8 | 2100 | 29 | fighting | None | 92 | 130 | 115 | 138 | 80 | 115 |
| 889 | 890 | eternatus | 8 | 9500 | 200 | poison | dragon | 140 | 85 | 95 | 130 | 145 | 95 |
| 890 | 891 | kubfu | 8 | 120 | 6 | fighting | None | 60 | 90 | 60 | 72 | 53 | 50 |
| 891 | 892 | urshifu-single-strike | 8 | 1050 | 19 | fighting | dark | 100 | 130 | 100 | 97 | 63 | 60 |
| 892 | 893 | zarude | 8 | 700 | 18 | dark | grass | 105 | 120 | 105 | 105 | 70 | 95 |
| 893 | 894 | regieleki | 8 | 1450 | 12 | electric | None | 80 | 100 | 50 | 200 | 100 | 50 |
| 894 | 895 | regidrago | 8 | 2000 | 21 | dragon | None | 200 | 100 | 50 | 80 | 100 | 50 |
| 895 | 896 | glastrier | 8 | 8000 | 22 | ice | None | 100 | 145 | 130 | 30 | 65 | 110 |
| 896 | 897 | spectrier | 8 | 445 | 20 | ghost | None | 100 | 65 | 60 | 130 | 145 | 80 |
| 897 | 898 | calyrex | 8 | 77 | 11 | psychic | grass | 100 | 80 | 80 | 80 | 80 | 80 |